| import pandas as pd | |
| import plotly.express as px | |
| import plotly.graph_objects as go | |
| class OMNIGenomics: | |
| def plot_variant_density(self, vcf_simulated_data): | |
| # V8 visualization of variant distribution across chromosomes | |
| fig = px.scatter(vcf_simulated_data, x="Chromosome", y="Position", | |
| color="Risk_Score", size="Clinical_Significance", | |
| title="Precision Genomic Landscape", | |
| color_continuous_scale="Viridis") | |
| fig.update_layout(template="plotly_dark", paper_bgcolor='rgba(0,0,0,0)') | |
| return fig |